Theory of topological molecular lattices
Fuzzy Sets and Systems
The fuzzy sets and systems based on AFS.structure, EI algebra and EII algebra
Fuzzy Sets and Systems
The development of fuzzy decision trees in the framework of Axiomatic Fuzzy Set logic
Applied Soft Computing
Information Sciences: an International Journal
The structures of EI algebras generated by information attributes
International Journal of Intelligent Systems Technologies and Applications
Credit rating analysis with AFS fuzzy logic
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III
The fuzzy clustering analysis based on AFS theory
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Expert Systems with Applications: An International Journal
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This paper establishes a new metric space for the clustering problems. The neighbors on the object set induced by the topology molecular lattice on ∗EI algebra are given and a new distance based on the neighbors is proposed. In the proposed clustering algorithm, the Euclidean metric is replaced by the new distance based on the order relationship of the samples on the attributes. As a result, using the method to Iris data we show it has a better result and clearer classification than the other clustering algorithm based on the Euclidean metric. This study shows that the AFS topology fuzzy clustering algorithm can obtain an high clustering accuracy according to order relationship.